Yinghao-Li / GnO-IELinks
Code for "A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction"
☆15Updated last year
Alternatives and similar repositories for GnO-IE
Users that are interested in GnO-IE are comparing it to the libraries listed below
Sorting:
- The code and data for "StructGPT: A general framework for Large Language Model to Reason on Structured Data"☆103Updated last year
- Code for paper "ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models"☆17Updated last year
- The github repository for the paper at COLING 2025: Retrieval Augmented Instruction Tuning for Open NER with Large Language Models.☆24Updated last year
- This is a meta-model distilled from LLMs for information extraction. This is an intermediate checkpoint that can be well-transferred to a…☆27Updated 9 months ago
- ☆32Updated 2 years ago
- [NAACL 2024] Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models☆86Updated last year
- Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness☆144Updated last year
- Tool for converting LLMs from uni-directional to bi-directional by removing causal mask for tasks like classification and sentence embedd…☆63Updated 11 months ago
- EMNLP'2023 (Findings): Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!☆45Updated last year
- FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering☆79Updated 2 years ago
- ☆22Updated last year
- Code and dataset for the emnlp paper titled Instruct and Extract: Instruction Tuning for On-Demand Information Extraction☆54Updated last year
- ☆11Updated last year
- ☆31Updated last year
- We want to try and evaluate LLMs using Knowledge Graphs☆110Updated 2 years ago
- [EMNLP2024] Aligning Large Language Models on Information Extraction☆53Updated last year
- Repo for for paper "AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction".☆73Updated last year
- Official repository for paper "TableBench: A Comprehensive and Complex Benchmark for Table Question Answering"☆75Updated 6 months ago
- The implementation for CIKM 2024: Towards Completeness-Oriented Tool Retrieval for Large Language Models.☆23Updated last year
- CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding. EMNLP 2022☆31Updated 3 years ago
- [SIGIR 2023] Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction☆41Updated 2 years ago
- [ACL 2024 Findings] Code implementation of Paper "Rethinking Negative Instances for Generative Named Entity Recognition"☆59Updated last year
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆82Updated 2 years ago
- YuLan-IR: Information Retrieval Boosted LMs☆222Updated last year
- A framework for editing the CoTs for better factuality☆51Updated last year
- [ACL'23 Findings] "Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors"☆40Updated last year
- "Few-shot In-context Learning for Knowledge Base Question Answering" [ACL2023]☆62Updated 10 months ago
- This is the official code for paper: [PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs]☆36Updated last year
- ☆125Updated last year
- [EMNLP 2022] Generative Knowledge Graph Construction: A Review☆112Updated 2 years ago